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C4.5: programs for machine learning

Classifier systems play a major role in machine learning and knowledge-based systems, and Ross Quinlan's work on ID3 and C4.5 is widely acknowledged to have made some of the most significant contributions to their development. This book is a complete guide to the C4.5 system as implemented in C...

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Detalles Bibliográficos
Autor principal: Quinlan, J Ross
Lenguaje:eng
Publicado: Morgan Kaufmann 1992
Materias:
Acceso en línea:http://cds.cern.ch/record/2031749
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author Quinlan, J Ross
author_facet Quinlan, J Ross
author_sort Quinlan, J Ross
collection CERN
description Classifier systems play a major role in machine learning and knowledge-based systems, and Ross Quinlan's work on ID3 and C4.5 is widely acknowledged to have made some of the most significant contributions to their development. This book is a complete guide to the C4.5 system as implemented in C for the UNIX environment. It contains a comprehensive guide to the system's use , the source code (about 8,800 lines), and implementation notes. The source code and sample datasets are also available for download (see below). C4.5 starts with large sets of cases belonging to known classes. The cases,
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institution Organización Europea para la Investigación Nuclear
language eng
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publisher Morgan Kaufmann
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spelling cern-20317492021-04-21T20:10:53Zhttp://cds.cern.ch/record/2031749engQuinlan, J RossC4.5: programs for machine learningComputing and ComputersClassifier systems play a major role in machine learning and knowledge-based systems, and Ross Quinlan's work on ID3 and C4.5 is widely acknowledged to have made some of the most significant contributions to their development. This book is a complete guide to the C4.5 system as implemented in C for the UNIX environment. It contains a comprehensive guide to the system's use , the source code (about 8,800 lines), and implementation notes. The source code and sample datasets are also available for download (see below). C4.5 starts with large sets of cases belonging to known classes. The cases,Morgan Kaufmannoai:cds.cern.ch:20317491992
spellingShingle Computing and Computers
Quinlan, J Ross
C4.5: programs for machine learning
title C4.5: programs for machine learning
title_full C4.5: programs for machine learning
title_fullStr C4.5: programs for machine learning
title_full_unstemmed C4.5: programs for machine learning
title_short C4.5: programs for machine learning
title_sort c4.5: programs for machine learning
topic Computing and Computers
url http://cds.cern.ch/record/2031749
work_keys_str_mv AT quinlanjross c45programsformachinelearning